most citedAttention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection

22 citations · 39 across the 5 of their papers we have counts for

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cs.CV2023★ 1 cited

ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation

Zizhang Wu, Zhuozheng Li, Zhi-Gang Fan +4

Monocular depth estimation is challenging due to its inherent ambiguity and ill-posed nature, yet it is quite important to many applications. While recent works achieve limited acc…

cs.CV2022

Complete Solution for Vehicle Re-ID in Surround-view Camera System

Zizhang Wu, Tianhao Xu, Fan Wang +2

Vehicle re-identification (Re-ID) is a critical component of the autonomous driving perception system, and research in this area has accelerated in recent years. However, there is…

cs.CV2022

OCR-RTPS: An OCR-based real-time positioning system for the valet parking

Zizhang Wu, Xinyuan Chen, Jizheng Wang +4

Obtaining the position of ego-vehicle is a crucial prerequisite for automatic control and path planning in the field of autonomous driving. Most existing positioning systems rely o…

cs.CV2022★ 16 cited

Surround-view Fisheye BEV-Perception for Valet Parking: Dataset, Baseline and Distortion-insensitive Multi-task Framework

Zizhang Wu, Yuanzhu Gan, Xianzhi Li +4

Surround-view fisheye perception under valet parking scenes is fundamental and crucial in autonomous driving. Environmental conditions in parking lots perform differently from the…

cs.CV2022★ 22 cited

Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection

Zizhang Wu, Yunzhe Wu, Jian Pu +2

Monocular 3D object detection is a low-cost but challenging task, as it requires generating accurate 3D localization solely from a single image input. Recent developed depth-assist…